AI-based Classification of Three Common Malignant Tumors in Neuro-oncology: A Multi-Institutional Comparison of Machine Learning and Deep Learning Methods.

Girish Bathla, Durjoy Deb Dhruba,Neetu Soni,Yanan Liu,Nicholas B Larson, Blake A Kassmeyer,Suyash Mohan, Douglas Roberts-Wolfe,Saima Rathore,Nam H Lee,Honghai Zhang,Milan Sonka,Sarv Priya

Journal of neuroradiology = Journal de neuroradiologie（2023）

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摘要

Both ML and DL derived pipelines achieved similar performance. T1-CE mask was used in three of the top four overall models. Additionally, all four models had some mask derived from PTR, either T2WI or FLAIR.

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